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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Policy Critique

5,980 comments
Page 206 of 299
We need hard labour as punishment.
We need hard labour as punishment.
Advocates for harsher criminal punishment policy, implicitly critiquing current sentencing approaches.
@rebelcats749 Feb 19, 2026
I Would like People to Know, as Far as Best President's in the History 2024 Ranking, Predident Obama was Ranked 7th, President Biden Ranked 14th, and Finally, where do think the individual that's back in …
I Would like People to Know, as Far as Best President's in the History 2024 Ranking, Predident Obama was Ranked 7th, President Biden Ranked 14th, and Finally, where do think the individual that's back in the most Powerful Office Ranked, Dead last, and still they put him back in to office after all the Turmoil this child has brought to America, now I wonder, is America this Naive to be Conned again, and with all the Destruction and Hate on his hands, Amazing!!!?
Critiques Trump's leadership by citing presidential rankings and questioning American voters' judgment, combining policy evaluation with moral concern.
@kennethcooperjr.9127 Mar 4, 2025
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. Trudeau followed orders from the Globalist Cabal just as Biden did, doing nothing but increase the socialist vote count by giving away billions of dollars, while stripping down the middle class to the bone. Trudeau should be in jail for Trieason.
Critiques government policy and leadership while making unsubstantiated claims about globalist conspiracies and expressing demographic/economic anxiety.
Johnnie-MacRoberts-k5o Apr 16, 2025
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is …
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is why now I think only RACISM is the only to regulate it.
Proposes policy action (citizenship revocation) while framing immigration as a threat to Canadian culture and identity.
markdsouza852 Oct 26, 2025
By the way Trudeau nice response on covid, as bad as the democrat ran states
By the way Trudeau nice response on covid, as bad as the democrat ran states
Critiques Trudeau's COVID response by comparing it to Democratic-run U.S. states, blending policy analysis with comparative framing.
@workingman4918 Mar 4, 2025
Il faut un moratoire sur tout immigration au Canada. On est en train de détruire la cohérence de la nation.
Il faut un moratoire sur tout immigration au Canada. On est en train de détruire la cohérence de la nation.
Calls for immigration moratorium citing national cohesion concerns, framed as policy argument rather than explicit threat.
christianrobertdemassy900 Feb 12, 2026
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Close all illegal colleges, they are fake colleges just working as nursery for mass immigration.
Calls for policy action against illegal colleges while making unsubstantiated claim about their purpose as immigration vehicles.
MullBatoora-kf6cj Sep 19, 2025
of course it's immigration lawyers lobbying paid for this skewed news piece.
of course it's immigration lawyers lobbying paid for this skewed news piece.
Alleges that immigration lawyers lobbied for biased media coverage, combining policy critique with an unsubstantiated conspiracy claim.
nosssssssssssss Jan 22, 2026
Fear pandering….
Fear pandering….
Brief critique characterizing political messaging as fear-based manipulation.
@casperoner2352 Mar 4, 2025
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the …
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the canadian economy for a decade probably more. Dont you dare speak for me.
Attacks Trudeau's economic policies and governance while making unsubstantiated claims about corruption and illegal insider trading.
@jameslevesque9720 Mar 4, 2025
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Trump is bad for Muslims and bad for his own Alliance. Good luck world.
Criticizes Trump's policies toward Muslims and international alliances, framing it as both a policy failure and moral wrong.
@shehlakalsoom6423 Mar 4, 2025
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They …
How about we change the language law. I'm english, don't understand indy. Still they are aloud to speak there language in font of me, even if I'm the ony English person in the room. They should speak English if there's an English person in the room
Critiques language laws and proposes policy change while asserting English-speaker identity and rights in multilingual spaces.
lorrainecollins6686 Aug 25, 2025
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in …
Eat a sausage trudeau the sycophants in the cnn comme t page her are outnumbered. An idiot like you talk down to the american people. Get wrecked bro. Canadians better elect poliveri or your in for a world of bankruptcy.
The comment criticizes Trudeau's policies and governance, urging Canadians to elect Poilievre to avoid economic collapse.
@zacharytrammell3382 Mar 4, 2025
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and …
The Canadian government is also at fault! Look at our CBSA… 90% of them are born outside Canada and if they get security clearance in their own country then they are fine to come and work in Canada without Canada looking into it. Many of them can barely speak any English at all. Or French. Our government and the government policies in Canada are a joke.
Criticizes government security clearance procedures and CBSA hiring practices, with unverified claims about language proficiency and hiring percentages.
kennydeck6742 Oct 1, 2025
Has there been one goddam thing the Trudeau liberals have touched that hasn't turned to shit?
Has there been one goddam thing the Trudeau liberals have touched that hasn't turned to shit?
Rhetorical criticism of government performance using hyperbolic language with satirical undertones.
hughjass1044 Feb 17, 2026
as a person from India this is bad and i would say govt should deport them all sadly but yes
as a person from India this is bad and i would say govt should deport them all sadly but yes
Establishes credibility through personal identity and advocates for deportation policy.
luvjain4145 Jan 27, 2026
It’s trump….. it will never make sense.jumping through hoops for him won’t make a difference obviously. I haven’t a clue why he’s hurting his own people.
It’s trump….. it will never make sense.jumping through hoops for him won’t make a difference obviously. I haven’t a clue why he’s hurting his own people.
Criticizes Trump's policies as harmful to his own citizens and expresses skepticism that diplomatic efforts will be effective.
@nursebev2249 Mar 4, 2025
Trump is shaking up the status quo. Wouldn’t be getting Canadian investment in helping at their border without putting pressure on them.
Trump is shaking up the status quo. Wouldn’t be getting Canadian investment in helping at their border without putting pressure on them.
Evaluates Trump's approach as disrupting the status quo and pressuring Canada, presenting a political analysis of policy effectiveness.
@n2ecosystems Mar 4, 2025
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever else they want prolly wont get any! Canada just needs to enforce stricter rules and deport illegals and students who can't pay for a year upfront, and fraudulent people/companies etc! Immigrants are good but the scale is not and reverse needs to be done for a while!
Critiques government enforcement and immigration policy scale, advocating for stricter rules and deportations.
oma_gunner Feb 8, 2026
IT FOR LIBERALS VOTES THEY ALLOW THIS
IT FOR LIBERALS VOTES THEY ALLOW THIS
Blames Liberal party for immigration policy motivated by electoral gain, implicitly calling for political change.
nightrider9376 Jan 28, 2026
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)